Technical AI Governance Essentials - Foundations
The 'Technical AI Governance Essentials - Foundations' course provides a comprehensive roadmap for organizations to mature their AI governance capabilities from a hands-on, technical perspective. The course's primary goal is to guide students in establishing, integrating, and orchestrating AI governance platforms, ultimately positioning technical governance as an enabler of speed and innovation. The emphasis is on understanding the holistic technical approach, architecture, and implementation of AI governance in a real world context.
- Duration: 3 hours
- Languages: English, German
- Level: Introductory
- Group size: Up to 50
What you'll learn
- Explain the holistic approach, principles, and key considerations of AI governance.
- Design architecture patterns for "governance-by-design".
- Implement strategies for AI governance across different organizational scales.
- Integrate governance techniques within diverse technical environments.
- Apply advanced optimization and automation approaches to AI governance.
- Develop platform designs for "governance-as-a-service".
Prerequisites
- Any technical background—experience implementing production systems, software engineers, solution architects, and security professionals.
Course outline
The AI governance imperative: What, how, and why now?
- Explain the holistic approach, principles, and key considerations of AI governance.
Set up infrastructure: Build the governance platform
- Design architecture patterns for governance-by-design.
- Discussion: Identifying your technical debt.
- Quiz questions.
- Discussion: Technical tools as governance enablers.
Integrate: Unify the governance platform
- Implement strategies for AI governance across different organizational scales.
- Discussion: Tailoring governance for performance.
- Quiz questions.
- Discussion: Measure platform success.
- Tabletop exercise: Corrupted data incident.
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Not sure which course fits?
Book a 30-minute call. We'll look at where your team is, what they need to be able to do, and put together either a specific course date or a tailored learning plan.